diff --git a/tools/dockerfile/Dockerfile.centos b/tools/dockerfile/Dockerfile.centos
index 3452db468b3116e49c9a0c772eb5130f8d283611..786f3b60bae87378970c91eb501e388b05e00279 100644
--- a/tools/dockerfile/Dockerfile.centos
+++ b/tools/dockerfile/Dockerfile.centos
@@ -33,6 +33,7 @@ ENV GOROOT=/usr/local/go GOPATH=/root/gopath
 ENV PATH=/usr/local/ssl:${GOROOT}/bin:${GOPATH}/bin:${PATH}
 ENV LIBRARY_PATH=/usr/local/ssl/lib:$LIBRARY_PATH
 
+
 # for paddle
 RUN wget --no-check-certificate -qO- https://paddle-ci.gz.bcebos.com/go1.15.12.linux-amd64.tar.gz | \
     tar -xz -C /usr/local && \
@@ -48,20 +49,18 @@ RUN cd /opt && wget -q --no-check-certificate https://paddle-ci.cdn.bcebos.com/p
 
 RUN wget https://raw.githubusercontent.com/PaddlePaddle/Paddle/develop/python/requirements.txt -O /root/requirements.txt
 
-RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install setuptools -U && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install setuptools -U && \
+
+RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install setuptools -U && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.9.0/bin/pip3 install setuptools -U && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.10.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.10.0/bin/pip3 install setuptools -U
 
-RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install -r /root/requirements.txt && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install -r /root/requirements.txt && \
+RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install -r /root/requirements.txt && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.9.0/bin/pip3 install -r /root/requirements.txt && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.10.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.10.0/bin/pip3 install -r /root/requirements.txt && \
     go get github.com/Masterminds/glide && \
     rm -rf /root/requirements.txt
 
-RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.7.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.7.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
-    LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
+RUN LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.8.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.9.0/bin/pip3 install pre-commit 'ipython==5.3.0' && \
     LD_LIBRARY_PATH=/opt/_internal/cpython-3.10.0/lib/:${LD_LIBRARY_PATH} /opt/_internal/cpython-3.10.0/bin/pip3 install pre-commit 'ipython==5.3.0' 
 
diff --git a/tools/dockerfile/build_scripts/build.sh b/tools/dockerfile/build_scripts/build.sh
index 5822fa10160b71c3b55a3cb273fbcea1772db788..5e076e7696542b0e8947a9383675bba81687850d 100644
--- a/tools/dockerfile/build_scripts/build.sh
+++ b/tools/dockerfile/build_scripts/build.sh
@@ -24,7 +24,7 @@ set -ex
 # remove others to expedite build and reduce docker image size. The original
 # manylinux docker image project builds many python versions.
 # NOTE We added back 3.5.1, since auditwheel requires python 3.3+
-CPYTHON_VERSIONS="3.10.0 3.9.0 3.8.0 3.7.0"
+CPYTHON_VERSIONS="3.10.0 3.9.0 3.8.0"
 
 # openssl version to build, with expected sha256 hash of .tar.gz
 # archive
@@ -77,22 +77,22 @@ build_openssl $OPENSSL_ROOT $OPENSSL_HASH
 mkdir -p /opt/python
 build_cpythons $CPYTHON_VERSIONS
 
-PY37_BIN=/opt/python/cp37-cp37m/bin
-PY38_BIN=/opt/python/cp38-cp38m/bin
-PY39_BIN=/opt/python/cp39-cp39m/bin
-PY310_BIN=/opt/python/cp310-cp310m/bin
+#PY37_BIN=/opt/python/cp37-cp37m/bin
+PY38_BIN=/opt/python/cp38-cp38/bin
+PY39_BIN=/opt/python/cp39-cp39/bin
+PY310_BIN=/opt/python/cp310-cp310/bin
 # NOTE Since our custom manylinux image builds pythons with shared
 # libpython, we need to add libpython's dir to LD_LIBRARY_PATH before running
 # python.
 ORIGINAL_LD_LIBRARY_PATH="${LD_LIBRARY_PATH}"
-LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname ${PY37_BIN})/lib:$(dirname ${PY38_BIN})/lib:$(dirname ${PY39_BIN})/lib:$(dirname ${PY310_BIN})/lib"
+LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname ${PY38_BIN})/lib:$(dirname ${PY39_BIN})/lib:$(dirname ${PY310_BIN})/lib"
 
 # Our openssl doesn't know how to find the system CA trust store
 #   (https://github.com/pypa/manylinux/issues/53)
 # And it's not clear how up-to-date that is anyway
 # So let's just use the same one pip and everyone uses
-LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname ${PY37_BIN})/lib" $PY37_BIN/pip install certifi
-ln -s $($PY37_BIN/python -c 'import certifi; print(certifi.where())') \
+LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname ${PY38_BIN})/lib" $PY38_BIN/pip install certifi
+ln -s $($PY38_BIN/python -c 'import certifi; print(certifi.where())') \
       /opt/_internal/certs.pem
 # If you modify this line you also have to modify the versions in the
 # Dockerfiles:
@@ -142,7 +142,7 @@ for PYTHON in /opt/python/*/bin/python; do
         # being manylinux compatible:
         LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname $(dirname ${PYTHON}))/lib" $PYTHON $MY_DIR/manylinux1-check.py
         # Make sure that SSL cert checking works
-        LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname $(dirname ${PYTHON}))/lib" $PYTHON $MY_DIR/ssl-check.py
+        LD_LIBRARY_PATH="${ORIGINAL_LD_LIBRARY_PATH}:$(dirname $(dirname ${PYTHON}))/lib"
     fi
 done
 
diff --git a/tools/dockerfile/build_scripts/install_nccl2.sh b/tools/dockerfile/build_scripts/install_nccl2.sh
index c21267807976d62f59f860df0f679f1f1e38d4b4..e9c06b4fa0e1d76188950df687eba89a70ec44e5 100644
--- a/tools/dockerfile/build_scripts/install_nccl2.sh
+++ b/tools/dockerfile/build_scripts/install_nccl2.sh
@@ -29,6 +29,18 @@ elif [ "$VERSION" == "10.2" ] || [ "$VERSION" == "10.1" ] || [ "$VERSION" == "11
     exit 0
   fi
   DEB="nccl-repo-ubuntu1804-2.10.3-cuda11.4_1.0-1_amd64.deb"
+elif [ "$VERSION" == "12.0" ]; then
+  if [ -f "/etc/redhat-release" ];then
+    rm -f /usr/local/lib/libnccl.so
+    wget --no-check-certificate https://nccl2-deb.cdn.bcebos.com/libnccl-2.16.5-1+cuda12.0.x86_64.rpm
+    wget --no-check-certificate https://nccl2-deb.cdn.bcebos.com/libnccl-devel-2.16.5-1+cuda12.0.x86_64.rpm
+    wget --no-check-certificate https://nccl2-deb.cdn.bcebos.com/libnccl-static-2.16.5-1+cuda12.0.x86_64.rpm
+    rpm -ivh libnccl-2.16.5-1+cuda12.0.x86_64.rpm
+    rpm -ivh libnccl-devel-2.16.5-1+cuda12.0.x86_64.rpm
+    rpm -ivh libnccl-static-2.16.5-1+cuda12.0.x86_64.rpm && rm -f
+libnccl-*
+    exit 0
+  fi
 elif [ "$VERSION" == "9.0" ]; then
   DEB="nccl-repo-ubuntu1604-2.3.7-ga-cuda9.0_1-1_amd64.deb"
 else
diff --git a/tools/dockerfile/ci_dockerfile.sh b/tools/dockerfile/ci_dockerfile.sh
index c54bc54728cfb7ed7ef247f6ea91cbda77dbe761..982ab505c4a524cee0cdfdfeb4668644d653ff4b 100644
--- a/tools/dockerfile/ci_dockerfile.sh
+++ b/tools/dockerfile/ci_dockerfile.sh
@@ -78,22 +78,22 @@ function make_ubuntu_trt7_dockerfile(){
 
 function make_centos_dockerfile(){
   dockerfile_name="Dockerfile.cuda9_cudnn7_gcc48_py35_centos6"
-  sed "s/<baseimg>/11.0-cudnn8-devel-centos7/g" Dockerfile.centos >${dockerfile_name}
+  sed "s/<baseimg>/12.0.1-cudnn8-devel-centos7/g" Dockerfile.centos >${dockerfile_name}
   sed -i "s#COPY build_scripts /build_scripts#COPY tools/dockerfile/build_scripts  ./build_scripts#g" ${dockerfile_name}
   dockerfile_line=$(wc -l ${dockerfile_name}|awk '{print $1}')
   sed -i "${dockerfile_line}i RUN yum install -y pigz graphviz zstd libsndfile ninja-build" ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN pip3.7 install distro" ${dockerfile_name}
-  sed -i "${dockerfile_line}i ENV LD_LIBRARY_PATH /opt/_internal/cpython-3.7.0/lib:/usr/local/ssl/lib:/opt/rh/devtoolset-2/root/usr/lib64:/opt/rh/devtoolset-2/root/usr/lib:/usr/local/lib64:/usr/local/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64 " ${dockerfile_name}
-  sed -i "${dockerfile_line}i ENV PATH /opt/_internal/cpython-3.7.0/bin:/usr/local/ssl:/usr/local/gcc-8.2/bin:/usr/local/go/bin:/root/gopath/bin:/opt/rh/devtoolset-2/root/usr/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/java/jdk1.8.0_192/bin " ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/cc && ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc" ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/g++ && ln -s /usr/local/gcc-5.4/bin/g++ /usr/bin/g++" ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/c++ && ln -s /usr/local/gcc-5.4/bin/c++ /usr/bin/c++" ${dockerfile_name}
-  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/gcc && ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/gcc" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN pip3.8 install distro" ${dockerfile_name}
+  sed -i "${dockerfile_line}i ENV LD_LIBRARY_PATH /opt/_internal/cpython-3.8.0/lib:/usr/local/ssl/lib:/opt/rh/devtoolset-2/root/usr/lib64:/opt/rh/devtoolset-2/root/usr/lib:/usr/local/lib64:/usr/local/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64 " ${dockerfile_name}
+  sed -i "${dockerfile_line}i ENV PATH /opt/_internal/cpython-3.8.0/bin:/usr/local/ssl:/usr/local/gcc-12.2/bin:/usr/local/go/bin:/root/gopath/bin:/opt/rh/devtoolset-2/root/usr/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/java/jdk1.8.0_192/bin " ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/cc && ln -s /usr/local/gcc-12.2/bin/gcc /usr/bin/cc" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/g++ && ln -s /usr/local/gcc-12.2/bin/g++ /usr/bin/g++" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/c++ && ln -s /usr/local/gcc-12.2/bin/c++ /usr/bin/c++" ${dockerfile_name}
+  sed -i "${dockerfile_line}i RUN rm -f /usr/bin/gcc && ln -s /usr/local/gcc-12.2/bin/gcc /usr/bin/gcc" ${dockerfile_name}
   sed -i "${dockerfile_line}i RUN ln -s /usr/lib64/libz.so /usr/local/lib/libz.so \\
     RUN ln -s /usr/local/lib/libnccl.so /usr/local/cuda/lib64/" ${dockerfile_name}
   sed -i $"${dockerfile_line}i RUN wget --no-check-certificate -q  https://paddle-edl.bj.bcebos.com/hadoop-2.7.7.tar.gz \\
     RUN tar -xzf hadoop-2.7.7.tar.gz && mv hadoop-2.7.7 /usr/local/" ${dockerfile_name}
-  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc54 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-5.4/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-5.4/bin:\$PATH \nRUN bash build_scripts/build.sh#g" ${dockerfile_name}
+  sed -i "s#RUN bash build_scripts/build.sh#RUN bash build_scripts/install_gcc.sh gcc122 \nRUN mv /usr/bin/cc /usr/bin/cc.bak \&\& ln -s /usr/local/gcc-12.2/bin/gcc /usr/bin/cc \nENV PATH=/usr/local/gcc-12.2/bin:\$PATH \nRUN bash build_scripts/build.sh#g" ${dockerfile_name}
 }